Databricks Platform Administrator

Service Description

Databricks Certified Platform Administrator certification focuses on managing and securing the Databricks environment—including workspaces, compute, users, and data access. This certification plays a crucial support role in enabling enterprise AI and ML workflows to function securely, efficiently, and at scale. Majority of AI solutions globally are cloud-native or cloud-supported since Ai data is in the cloud. This Essential Certification will empower you with following learning - 1. Supervised and unsupervised learning, feature engineering, model evaluation 2. Time series forecasting, NLP, classification, and regression models 3. How to use MLflow, scikit-learn, XGBoost, and PySpark MLlib for scalable model building You will explore following - 1. Configure and manage clusters (including GPU and high memory for AI workloads) 2. Set up workspaces, jobs, and compute policies for ML teams 3. Manage Databricks Jobs and Workflows to run automated model training/inference pipelines This Essential Certification from Databricks empowers you to apply following - 1. Implementing role-based access control (RBAC) and Unity Catalog permissions for data and models 2. Managing access to MLflow model registry and production endpoints 3. Controlling access to training datasets and feature stores 4. Permissions and compute environments for model training, testing, and deployment 5. Scheduled jobs for model retraining or evaluation using MLflow and Databricks Jobs 6. Resource tagging and monitoring for model cost tracking and usage optimization 7. Workspace organization for teams working on different ML projects 8. Shared compute policies and access to centralized data and model resources 9. Use of Git integration and CI/CD pipelines for collaborative ML development 10. Cluster autoscaling, cost monitoring, and usage dashboards 11. Logging and alerts for long running or failed ML training jobs The Databricks Platform Administrator certification doesn’t teach AI directly, but it’s a critical enabler of AI and ML success at scale. It helps you ensure that the right people have the right access, compute, security, and governance to run high-impact AI solutions on Databricks. Category - Advanced Link for Exam Registration - https://webassessor.com/databricks Certification Exam Cost - 200 USD Exam Format - Online-proctored or onsite-proctored How Does Karamchaari.ai help you Vs. Others - 1. Train you with practical knowledge on Ai platforms & troubleshooting